Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 70000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 54 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 11.2 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 21 |
|---|
| Dataset has 54 (0.1%) duplicate rows | Duplicates |
label is highly overall correlated with pixel180 and 3 other fields | High correlation |
pixel547 is highly overall correlated with pixel603 and 7 other fields | High correlation |
pixel603 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel491 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel575 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel263 is highly overall correlated with pixel180 and 4 other fields | High correlation |
pixel407 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel435 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel687 is highly overall correlated with pixel547 and 4 other fields | High correlation |
pixel519 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel631 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel401 is highly overall correlated with pixel427 | High correlation |
pixel180 is highly overall correlated with label and 5 other fields | High correlation |
pixel234 is highly overall correlated with pixel263 and 4 other fields | High correlation |
pixel236 is highly overall correlated with label and 5 other fields | High correlation |
pixel68 is highly overall correlated with label and 5 other fields | High correlation |
pixel611 is highly overall correlated with pixel555 and 1 other fields | High correlation |
pixel96 is highly overall correlated with label and 6 other fields | High correlation |
pixel555 is highly overall correlated with pixel611 and 2 other fields | High correlation |
pixel594 is highly overall correlated with pixel611 and 1 other fields | High correlation |
pixel427 is highly overall correlated with pixel401 and 1 other fields | High correlation |
label has 7000 (10.0%) zeros | Zeros |
pixel547 has 9455 (13.5%) zeros | Zeros |
pixel603 has 16345 (23.4%) zeros | Zeros |
pixel491 has 7778 (11.1%) zeros | Zeros |
pixel575 has 12431 (17.8%) zeros | Zeros |
pixel263 has 18305 (26.2%) zeros | Zeros |
pixel407 has 8421 (12.0%) zeros | Zeros |
pixel435 has 8554 (12.2%) zeros | Zeros |
pixel687 has 27142 (38.8%) zeros | Zeros |
pixel519 has 8548 (12.2%) zeros | Zeros |
pixel631 has 19456 (27.8%) zeros | Zeros |
pixel401 has 19229 (27.5%) zeros | Zeros |
pixel180 has 21338 (30.5%) zeros | Zeros |
pixel234 has 22203 (31.7%) zeros | Zeros |
pixel236 has 18107 (25.9%) zeros | Zeros |
pixel68 has 26156 (37.4%) zeros | Zeros |
pixel611 has 31495 (45.0%) zeros | Zeros |
pixel96 has 24773 (35.4%) zeros | Zeros |
pixel555 has 23901 (34.1%) zeros | Zeros |
pixel594 has 31945 (45.6%) zeros | Zeros |
pixel427 has 27945 (39.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-04 16:45:23.545945 |
|---|---|
| Analysis finished | 2023-11-04 16:47:36.483695 |
| Duration | 2 minutes and 12.94 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
label
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 7000 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4.5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8723018 |
|---|---|
| Coefficient of variation (CV) | 0.6382893 |
| Kurtosis | -1.2242442 |
| Mean | 4.5 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0 |
| Sum | 315000 |
| Variance | 8.2501179 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2 | 7000 | |
| 9 | 7000 | |
| 6 | 7000 | |
| 0 | 7000 | |
| 3 | 7000 | |
| 4 | 7000 | |
| 5 | 7000 | |
| 8 | 7000 | |
| 7 | 7000 | |
| 1 | 7000 |
| Value | Count | Frequency (%) |
| 0 | 7000 | |
| 1 | 7000 | |
| 2 | 7000 | |
| 3 | 7000 | |
| 4 | 7000 | |
| 5 | 7000 | |
| 6 | 7000 | |
| 7 | 7000 | |
| 8 | 7000 | |
| 9 | 7000 |
| Value | Count | Frequency (%) |
| 9 | 7000 | |
| 8 | 7000 | |
| 7 | 7000 | |
| 6 | 7000 | |
| 5 | 7000 | |
| 4 | 7000 | |
| 3 | 7000 | |
| 2 | 7000 | |
| 1 | 7000 | |
| 0 | 7000 |
pixel547
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 136.5528 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 9455 |
| Zeros (%) | 13.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 65 |
| median | 160 |
| Q3 | 209 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 82.310846 |
|---|---|
| Coefficient of variation (CV) | 0.6027767 |
| Kurtosis | -1.194903 |
| Mean | 136.5528 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | -0.47109463 |
| Sum | 9558696 |
| Variance | 6775.0754 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9455 | 13.5% |
| 228 | 582 | 0.8% |
| 222 | 580 | 0.8% |
| 220 | 575 | 0.8% |
| 224 | 573 | 0.8% |
| 223 | 569 | 0.8% |
| 226 | 568 | 0.8% |
| 225 | 563 | 0.8% |
| 217 | 560 | 0.8% |
| 221 | 552 | 0.8% |
| Other values (246) | 55423 |
| Value | Count | Frequency (%) |
| 0 | 9455 | |
| 1 | 175 | 0.2% |
| 2 | 174 | 0.2% |
| 3 | 118 | 0.2% |
| 4 | 129 | 0.2% |
| 5 | 97 | 0.1% |
| 6 | 106 | 0.2% |
| 7 | 88 | 0.1% |
| 8 | 87 | 0.1% |
| 9 | 83 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 384 | |
| 254 | 78 | 0.1% |
| 253 | 62 | 0.1% |
| 252 | 75 | 0.1% |
| 251 | 70 | 0.1% |
| 250 | 62 | 0.1% |
| 249 | 84 | 0.1% |
| 248 | 92 | 0.1% |
| 247 | 98 | 0.1% |
| 246 | 94 | 0.1% |
pixel603
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 124.78869 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 16345 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 148 |
| Q3 | 207 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 192 |
Descriptive statistics
| Standard deviation | 89.449379 |
|---|---|
| Coefficient of variation (CV) | 0.7168068 |
| Kurtosis | -1.4900782 |
| Mean | 124.78869 |
| Median Absolute Deviation (MAD) | 72 |
| Skewness | -0.27859926 |
| Sum | 8735208 |
| Variance | 8001.1914 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 16345 | 23.4% |
| 230 | 576 | 0.8% |
| 219 | 559 | 0.8% |
| 223 | 544 | 0.8% |
| 228 | 539 | 0.8% |
| 222 | 539 | 0.8% |
| 221 | 532 | 0.8% |
| 224 | 527 | 0.8% |
| 229 | 526 | 0.8% |
| 226 | 519 | 0.7% |
| Other values (246) | 48794 |
| Value | Count | Frequency (%) |
| 0 | 16345 | |
| 1 | 142 | 0.2% |
| 2 | 122 | 0.2% |
| 3 | 121 | 0.2% |
| 4 | 79 | 0.1% |
| 5 | 87 | 0.1% |
| 6 | 79 | 0.1% |
| 7 | 70 | 0.1% |
| 8 | 72 | 0.1% |
| 9 | 57 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 447 | |
| 254 | 99 | 0.1% |
| 253 | 68 | 0.1% |
| 252 | 72 | 0.1% |
| 251 | 82 | 0.1% |
| 250 | 73 | 0.1% |
| 249 | 92 | 0.1% |
| 248 | 97 | 0.1% |
| 247 | 108 | 0.2% |
| 246 | 136 | 0.2% |
pixel491
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.0064 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 7778 |
| Zeros (%) | 11.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 84 |
| median | 167 |
| Q3 | 209 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 78.597177 |
|---|---|
| Coefficient of variation (CV) | 0.54960601 |
| Kurtosis | -0.93395814 |
| Mean | 143.0064 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | -0.61208599 |
| Sum | 10010448 |
| Variance | 6177.5163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 7778 | 11.1% |
| 222 | 609 | 0.9% |
| 221 | 605 | 0.9% |
| 224 | 589 | 0.8% |
| 227 | 584 | 0.8% |
| 225 | 575 | 0.8% |
| 218 | 574 | 0.8% |
| 228 | 570 | 0.8% |
| 226 | 567 | 0.8% |
| 215 | 560 | 0.8% |
| Other values (246) | 56989 |
| Value | Count | Frequency (%) |
| 0 | 7778 | |
| 1 | 263 | 0.4% |
| 2 | 189 | 0.3% |
| 3 | 146 | 0.2% |
| 4 | 134 | 0.2% |
| 5 | 104 | 0.1% |
| 6 | 88 | 0.1% |
| 7 | 76 | 0.1% |
| 8 | 67 | 0.1% |
| 9 | 56 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 433 | |
| 254 | 75 | 0.1% |
| 253 | 68 | 0.1% |
| 252 | 72 | 0.1% |
| 251 | 68 | 0.1% |
| 250 | 65 | 0.1% |
| 249 | 89 | 0.1% |
| 248 | 69 | 0.1% |
| 247 | 90 | 0.1% |
| 246 | 97 | 0.1% |
pixel575
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.04947 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 12431 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 48 |
| median | 155 |
| Q3 | 208 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 160 |
Descriptive statistics
| Standard deviation | 85.729654 |
|---|---|
| Coefficient of variation (CV) | 0.6541778 |
| Kurtosis | -1.3469956 |
| Mean | 131.04947 |
| Median Absolute Deviation (MAD) | 65 |
| Skewness | -0.38202322 |
| Sum | 9173463 |
| Variance | 7349.5736 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12431 | 17.8% |
| 219 | 591 | 0.8% |
| 221 | 565 | 0.8% |
| 229 | 548 | 0.8% |
| 230 | 548 | 0.8% |
| 220 | 545 | 0.8% |
| 223 | 545 | 0.8% |
| 228 | 545 | 0.8% |
| 222 | 544 | 0.8% |
| 218 | 542 | 0.8% |
| Other values (246) | 52596 |
| Value | Count | Frequency (%) |
| 0 | 12431 | |
| 1 | 177 | 0.3% |
| 2 | 148 | 0.2% |
| 3 | 94 | 0.1% |
| 4 | 97 | 0.1% |
| 5 | 114 | 0.2% |
| 6 | 89 | 0.1% |
| 7 | 85 | 0.1% |
| 8 | 73 | 0.1% |
| 9 | 72 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 374 | |
| 254 | 83 | 0.1% |
| 253 | 64 | 0.1% |
| 252 | 66 | 0.1% |
| 251 | 86 | 0.1% |
| 250 | 77 | 0.1% |
| 249 | 86 | 0.1% |
| 248 | 84 | 0.1% |
| 247 | 82 | 0.1% |
| 246 | 118 | 0.2% |
pixel263
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.23036 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 18305 |
| Zeros (%) | 26.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 115 |
| Q3 | 195 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 90.82362 |
|---|---|
| Coefficient of variation (CV) | 0.84699541 |
| Kurtosis | -1.5838494 |
| Mean | 107.23036 |
| Median Absolute Deviation (MAD) | 98 |
| Skewness | 0.02981719 |
| Sum | 7506125 |
| Variance | 8248.93 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18305 | |
| 1 | 1916 | 2.7% |
| 2 | 1002 | 1.4% |
| 255 | 972 | 1.4% |
| 3 | 662 | 0.9% |
| 215 | 409 | 0.6% |
| 4 | 396 | 0.6% |
| 221 | 394 | 0.6% |
| 220 | 392 | 0.6% |
| 219 | 389 | 0.6% |
| Other values (246) | 45163 |
| Value | Count | Frequency (%) |
| 0 | 18305 | |
| 1 | 1916 | 2.7% |
| 2 | 1002 | 1.4% |
| 3 | 662 | 0.9% |
| 4 | 396 | 0.6% |
| 5 | 299 | 0.4% |
| 6 | 185 | 0.3% |
| 7 | 136 | 0.2% |
| 8 | 90 | 0.1% |
| 9 | 75 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 972 | |
| 254 | 176 | 0.3% |
| 253 | 101 | 0.1% |
| 252 | 96 | 0.1% |
| 251 | 66 | 0.1% |
| 250 | 73 | 0.1% |
| 249 | 81 | 0.1% |
| 248 | 88 | 0.1% |
| 247 | 89 | 0.1% |
| 246 | 100 | 0.1% |
pixel407
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.44844 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 8421 |
| Zeros (%) | 12.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 80 |
| median | 162 |
| Q3 | 206 |
| 95-th percentile | 234 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 78.785089 |
|---|---|
| Coefficient of variation (CV) | 0.56497647 |
| Kurtosis | -0.98503881 |
| Mean | 139.44844 |
| Median Absolute Deviation (MAD) | 54 |
| Skewness | -0.57286203 |
| Sum | 9761391 |
| Variance | 6207.0902 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8421 | 12.0% |
| 214 | 554 | 0.8% |
| 227 | 550 | 0.8% |
| 222 | 541 | 0.8% |
| 223 | 538 | 0.8% |
| 225 | 531 | 0.8% |
| 228 | 529 | 0.8% |
| 215 | 528 | 0.8% |
| 221 | 526 | 0.8% |
| 213 | 520 | 0.7% |
| Other values (246) | 56762 |
| Value | Count | Frequency (%) |
| 0 | 8421 | |
| 1 | 474 | 0.7% |
| 2 | 259 | 0.4% |
| 3 | 166 | 0.2% |
| 4 | 103 | 0.1% |
| 5 | 82 | 0.1% |
| 6 | 82 | 0.1% |
| 7 | 57 | 0.1% |
| 8 | 58 | 0.1% |
| 9 | 62 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 402 | |
| 254 | 75 | 0.1% |
| 253 | 56 | 0.1% |
| 252 | 48 | 0.1% |
| 251 | 61 | 0.1% |
| 250 | 58 | 0.1% |
| 249 | 49 | 0.1% |
| 248 | 74 | 0.1% |
| 247 | 76 | 0.1% |
| 246 | 97 | 0.1% |
pixel435
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.58143 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 8554 |
| Zeros (%) | 12.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 82 |
| median | 164 |
| Q3 | 207 |
| 95-th percentile | 234 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 125 |
Descriptive statistics
| Standard deviation | 78.910621 |
|---|---|
| Coefficient of variation (CV) | 0.56131611 |
| Kurtosis | -0.96209262 |
| Mean | 140.58143 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | -0.59657216 |
| Sum | 9840700 |
| Variance | 6226.8861 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8554 | 12.2% |
| 215 | 575 | 0.8% |
| 225 | 562 | 0.8% |
| 221 | 559 | 0.8% |
| 218 | 552 | 0.8% |
| 214 | 551 | 0.8% |
| 210 | 547 | 0.8% |
| 217 | 536 | 0.8% |
| 205 | 531 | 0.8% |
| 208 | 528 | 0.8% |
| Other values (246) | 56505 |
| Value | Count | Frequency (%) |
| 0 | 8554 | |
| 1 | 398 | 0.6% |
| 2 | 235 | 0.3% |
| 3 | 149 | 0.2% |
| 4 | 124 | 0.2% |
| 5 | 93 | 0.1% |
| 6 | 70 | 0.1% |
| 7 | 48 | 0.1% |
| 8 | 50 | 0.1% |
| 9 | 57 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 336 | |
| 254 | 76 | 0.1% |
| 253 | 58 | 0.1% |
| 252 | 60 | 0.1% |
| 251 | 41 | 0.1% |
| 250 | 60 | 0.1% |
| 249 | 56 | 0.1% |
| 248 | 68 | 0.1% |
| 247 | 85 | 0.1% |
| 246 | 109 | 0.2% |
pixel687
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.4891 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 27142 |
| Zeros (%) | 38.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 88 |
| Q3 | 197 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 197 |
Descriptive statistics
| Standard deviation | 94.84445 |
|---|---|
| Coefficient of variation (CV) | 0.96299439 |
| Kurtosis | -1.6535275 |
| Mean | 98.4891 |
| Median Absolute Deviation (MAD) | 88 |
| Skewness | 0.19708007 |
| Sum | 6894237 |
| Variance | 8995.4698 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 27142 | |
| 223 | 443 | 0.6% |
| 227 | 435 | 0.6% |
| 226 | 420 | 0.6% |
| 222 | 414 | 0.6% |
| 221 | 413 | 0.6% |
| 231 | 412 | 0.6% |
| 218 | 404 | 0.6% |
| 224 | 403 | 0.6% |
| 219 | 402 | 0.6% |
| Other values (246) | 39112 |
| Value | Count | Frequency (%) |
| 0 | 27142 | |
| 1 | 302 | 0.4% |
| 2 | 226 | 0.3% |
| 3 | 195 | 0.3% |
| 4 | 176 | 0.3% |
| 5 | 129 | 0.2% |
| 6 | 90 | 0.1% |
| 7 | 60 | 0.1% |
| 8 | 55 | 0.1% |
| 9 | 70 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 392 | |
| 254 | 100 | 0.1% |
| 253 | 75 | 0.1% |
| 252 | 86 | 0.1% |
| 251 | 65 | 0.1% |
| 250 | 88 | 0.1% |
| 249 | 90 | 0.1% |
| 248 | 81 | 0.1% |
| 247 | 105 | 0.1% |
| 246 | 122 | 0.2% |
pixel519
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.72037 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 8548 |
| Zeros (%) | 12.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 75 |
| median | 163 |
| Q3 | 209 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 134 |
Descriptive statistics
| Standard deviation | 80.406779 |
|---|---|
| Coefficient of variation (CV) | 0.57548358 |
| Kurtosis | -1.0702635 |
| Mean | 139.72037 |
| Median Absolute Deviation (MAD) | 56 |
| Skewness | -0.54254509 |
| Sum | 9780426 |
| Variance | 6465.2501 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 8548 | 12.2% |
| 224 | 599 | 0.9% |
| 223 | 594 | 0.8% |
| 217 | 582 | 0.8% |
| 228 | 581 | 0.8% |
| 227 | 570 | 0.8% |
| 216 | 564 | 0.8% |
| 218 | 563 | 0.8% |
| 221 | 562 | 0.8% |
| 219 | 562 | 0.8% |
| Other values (246) | 56275 |
| Value | Count | Frequency (%) |
| 0 | 8548 | |
| 1 | 242 | 0.3% |
| 2 | 164 | 0.2% |
| 3 | 152 | 0.2% |
| 4 | 131 | 0.2% |
| 5 | 117 | 0.2% |
| 6 | 105 | 0.1% |
| 7 | 74 | 0.1% |
| 8 | 87 | 0.1% |
| 9 | 74 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 379 | |
| 254 | 79 | 0.1% |
| 253 | 67 | 0.1% |
| 252 | 50 | 0.1% |
| 251 | 65 | 0.1% |
| 250 | 66 | 0.1% |
| 249 | 81 | 0.1% |
| 248 | 74 | 0.1% |
| 247 | 97 | 0.1% |
| 246 | 99 | 0.1% |
pixel631
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.02011 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 19456 |
| Zeros (%) | 27.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 135 |
| Q3 | 205 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 205 |
Descriptive statistics
| Standard deviation | 91.766727 |
|---|---|
| Coefficient of variation (CV) | 0.78419619 |
| Kurtosis | -1.5967241 |
| Mean | 117.02011 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | -0.13966484 |
| Sum | 8191408 |
| Variance | 8421.1322 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19456 | |
| 230 | 521 | 0.7% |
| 219 | 513 | 0.7% |
| 226 | 507 | 0.7% |
| 224 | 504 | 0.7% |
| 221 | 503 | 0.7% |
| 222 | 502 | 0.7% |
| 225 | 495 | 0.7% |
| 220 | 487 | 0.7% |
| 218 | 486 | 0.7% |
| Other values (246) | 46026 |
| Value | Count | Frequency (%) |
| 0 | 19456 | |
| 1 | 159 | 0.2% |
| 2 | 141 | 0.2% |
| 3 | 138 | 0.2% |
| 4 | 125 | 0.2% |
| 5 | 107 | 0.2% |
| 6 | 84 | 0.1% |
| 7 | 70 | 0.1% |
| 8 | 59 | 0.1% |
| 9 | 73 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 433 | |
| 254 | 95 | 0.1% |
| 253 | 75 | 0.1% |
| 252 | 63 | 0.1% |
| 251 | 79 | 0.1% |
| 250 | 99 | 0.1% |
| 249 | 91 | 0.1% |
| 248 | 101 | 0.1% |
| 247 | 99 | 0.1% |
| 246 | 115 | 0.2% |
pixel401
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.67044 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 19229 |
| Zeros (%) | 27.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 106 |
| Q3 | 190 |
| 95-th percentile | 238 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 190 |
Descriptive statistics
| Standard deviation | 89.727692 |
|---|---|
| Coefficient of variation (CV) | 0.85724001 |
| Kurtosis | -1.5360301 |
| Mean | 104.67044 |
| Median Absolute Deviation (MAD) | 99 |
| Skewness | 0.099164065 |
| Sum | 7326931 |
| Variance | 8051.0587 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 19229 | |
| 1 | 979 | 1.4% |
| 255 | 841 | 1.2% |
| 2 | 614 | 0.9% |
| 3 | 418 | 0.6% |
| 209 | 337 | 0.5% |
| 228 | 332 | 0.5% |
| 217 | 330 | 0.5% |
| 215 | 324 | 0.5% |
| 206 | 322 | 0.5% |
| Other values (246) | 46274 |
| Value | Count | Frequency (%) |
| 0 | 19229 | |
| 1 | 979 | 1.4% |
| 2 | 614 | 0.9% |
| 3 | 418 | 0.6% |
| 4 | 291 | 0.4% |
| 5 | 207 | 0.3% |
| 6 | 152 | 0.2% |
| 7 | 132 | 0.2% |
| 8 | 110 | 0.2% |
| 9 | 100 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 841 | |
| 254 | 150 | 0.2% |
| 253 | 144 | 0.2% |
| 252 | 109 | 0.2% |
| 251 | 116 | 0.2% |
| 250 | 121 | 0.2% |
| 249 | 130 | 0.2% |
| 248 | 131 | 0.2% |
| 247 | 159 | 0.2% |
| 246 | 163 | 0.2% |
pixel180
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.1234 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 21338 |
| Zeros (%) | 30.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 109 |
| Q3 | 193 |
| 95-th percentile | 231 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 193 |
Descriptive statistics
| Standard deviation | 90.241742 |
|---|---|
| Coefficient of variation (CV) | 0.86668071 |
| Kurtosis | -1.6047433 |
| Mean | 104.1234 |
| Median Absolute Deviation (MAD) | 102 |
| Skewness | 0.06146127 |
| Sum | 7288638 |
| Variance | 8143.572 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 21338 | |
| 1 | 842 | 1.2% |
| 220 | 462 | 0.7% |
| 2 | 453 | 0.6% |
| 223 | 452 | 0.6% |
| 221 | 448 | 0.6% |
| 224 | 448 | 0.6% |
| 216 | 438 | 0.6% |
| 222 | 406 | 0.6% |
| 219 | 404 | 0.6% |
| Other values (246) | 44309 |
| Value | Count | Frequency (%) |
| 0 | 21338 | |
| 1 | 842 | 1.2% |
| 2 | 453 | 0.6% |
| 3 | 337 | 0.5% |
| 4 | 251 | 0.4% |
| 5 | 189 | 0.3% |
| 6 | 140 | 0.2% |
| 7 | 78 | 0.1% |
| 8 | 72 | 0.1% |
| 9 | 63 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 341 | |
| 254 | 61 | 0.1% |
| 253 | 69 | 0.1% |
| 252 | 40 | 0.1% |
| 251 | 44 | 0.1% |
| 250 | 49 | 0.1% |
| 249 | 61 | 0.1% |
| 248 | 59 | 0.1% |
| 247 | 62 | 0.1% |
| 246 | 79 | 0.1% |
pixel234
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.791086 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 22203 |
| Zeros (%) | 31.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 92 |
| Q3 | 186 |
| 95-th percentile | 232 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 186 |
Descriptive statistics
| Standard deviation | 90.38956 |
|---|---|
| Coefficient of variation (CV) | 0.93386245 |
| Kurtosis | -1.5615392 |
| Mean | 96.791086 |
| Median Absolute Deviation (MAD) | 92 |
| Skewness | 0.20363946 |
| Sum | 6775376 |
| Variance | 8170.2726 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 22203 | |
| 1 | 2213 | 3.2% |
| 2 | 879 | 1.3% |
| 255 | 645 | 0.9% |
| 3 | 438 | 0.6% |
| 222 | 368 | 0.5% |
| 220 | 351 | 0.5% |
| 217 | 348 | 0.5% |
| 219 | 344 | 0.5% |
| 221 | 335 | 0.5% |
| Other values (246) | 41876 |
| Value | Count | Frequency (%) |
| 0 | 22203 | |
| 1 | 2213 | 3.2% |
| 2 | 879 | 1.3% |
| 3 | 438 | 0.6% |
| 4 | 273 | 0.4% |
| 5 | 217 | 0.3% |
| 6 | 156 | 0.2% |
| 7 | 104 | 0.1% |
| 8 | 94 | 0.1% |
| 9 | 86 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 645 | |
| 254 | 115 | 0.2% |
| 253 | 97 | 0.1% |
| 252 | 54 | 0.1% |
| 251 | 57 | 0.1% |
| 250 | 62 | 0.1% |
| 249 | 66 | 0.1% |
| 248 | 66 | 0.1% |
| 247 | 82 | 0.1% |
| 246 | 94 | 0.1% |
pixel236
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.89974 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 18107 |
| Zeros (%) | 25.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 117 |
| Q3 | 194 |
| 95-th percentile | 232 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 194 |
Descriptive statistics
| Standard deviation | 89.466161 |
|---|---|
| Coefficient of variation (CV) | 0.8291601 |
| Kurtosis | -1.5825441 |
| Mean | 107.89974 |
| Median Absolute Deviation (MAD) | 93 |
| Skewness | -0.006799904 |
| Sum | 7552982 |
| Variance | 8004.194 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 18107 | 25.9% |
| 1 | 1666 | 2.4% |
| 2 | 952 | 1.4% |
| 3 | 583 | 0.8% |
| 255 | 504 | 0.7% |
| 219 | 431 | 0.6% |
| 228 | 420 | 0.6% |
| 225 | 420 | 0.6% |
| 221 | 416 | 0.6% |
| 218 | 411 | 0.6% |
| Other values (246) | 46090 |
| Value | Count | Frequency (%) |
| 0 | 18107 | |
| 1 | 1666 | 2.4% |
| 2 | 952 | 1.4% |
| 3 | 583 | 0.8% |
| 4 | 363 | 0.5% |
| 5 | 221 | 0.3% |
| 6 | 142 | 0.2% |
| 7 | 93 | 0.1% |
| 8 | 68 | 0.1% |
| 9 | 60 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 504 | |
| 254 | 94 | 0.1% |
| 253 | 73 | 0.1% |
| 252 | 50 | 0.1% |
| 251 | 51 | 0.1% |
| 250 | 59 | 0.1% |
| 249 | 69 | 0.1% |
| 248 | 61 | 0.1% |
| 247 | 73 | 0.1% |
| 246 | 52 | 0.1% |
pixel68
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101.35379 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 26156 |
| Zeros (%) | 37.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 101 |
| Q3 | 197 |
| 95-th percentile | 234 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 197 |
Descriptive statistics
| Standard deviation | 94.554418 |
|---|---|
| Coefficient of variation (CV) | 0.93291452 |
| Kurtosis | -1.6737344 |
| Mean | 101.35379 |
| Median Absolute Deviation (MAD) | 101 |
| Skewness | 0.12798641 |
| Sum | 7094765 |
| Variance | 8940.538 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 26156 | |
| 225 | 452 | 0.6% |
| 255 | 443 | 0.6% |
| 217 | 441 | 0.6% |
| 224 | 436 | 0.6% |
| 216 | 433 | 0.6% |
| 221 | 431 | 0.6% |
| 222 | 429 | 0.6% |
| 223 | 426 | 0.6% |
| 220 | 415 | 0.6% |
| Other values (246) | 39938 |
| Value | Count | Frequency (%) |
| 0 | 26156 | |
| 1 | 364 | 0.5% |
| 2 | 219 | 0.3% |
| 3 | 184 | 0.3% |
| 4 | 154 | 0.2% |
| 5 | 137 | 0.2% |
| 6 | 101 | 0.1% |
| 7 | 74 | 0.1% |
| 8 | 67 | 0.1% |
| 9 | 77 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 443 | |
| 254 | 124 | 0.2% |
| 253 | 82 | 0.1% |
| 252 | 75 | 0.1% |
| 251 | 86 | 0.1% |
| 250 | 77 | 0.1% |
| 249 | 94 | 0.1% |
| 248 | 109 | 0.2% |
| 247 | 104 | 0.1% |
| 246 | 118 | 0.2% |
pixel611
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 83.806843 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 31495 |
| Zeros (%) | 45.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 15 |
| Q3 | 186 |
| 95-th percentile | 241 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 186 |
Descriptive statistics
| Standard deviation | 95.424186 |
|---|---|
| Coefficient of variation (CV) | 1.1386205 |
| Kurtosis | -1.4446085 |
| Mean | 83.806843 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.51322309 |
| Sum | 5866479 |
| Variance | 9105.7753 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31495 | |
| 255 | 1290 | 1.8% |
| 1 | 828 | 1.2% |
| 2 | 693 | 1.0% |
| 3 | 551 | 0.8% |
| 4 | 361 | 0.5% |
| 224 | 313 | 0.4% |
| 215 | 312 | 0.4% |
| 221 | 311 | 0.4% |
| 219 | 308 | 0.4% |
| Other values (246) | 33538 |
| Value | Count | Frequency (%) |
| 0 | 31495 | |
| 1 | 828 | 1.2% |
| 2 | 693 | 1.0% |
| 3 | 551 | 0.8% |
| 4 | 361 | 0.5% |
| 5 | 245 | 0.4% |
| 6 | 143 | 0.2% |
| 7 | 129 | 0.2% |
| 8 | 92 | 0.1% |
| 9 | 76 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1290 | |
| 254 | 227 | 0.3% |
| 253 | 146 | 0.2% |
| 252 | 141 | 0.2% |
| 251 | 119 | 0.2% |
| 250 | 136 | 0.2% |
| 249 | 124 | 0.2% |
| 248 | 149 | 0.2% |
| 247 | 176 | 0.3% |
| 246 | 170 | 0.2% |
pixel96
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.15129 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 24773 |
| Zeros (%) | 35.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 104 |
| Q3 | 196 |
| 95-th percentile | 232 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 196 |
Descriptive statistics
| Standard deviation | 93.138594 |
|---|---|
| Coefficient of variation (CV) | 0.91177114 |
| Kurtosis | -1.6663151 |
| Mean | 102.15129 |
| Median Absolute Deviation (MAD) | 104 |
| Skewness | 0.10054356 |
| Sum | 7150590 |
| Variance | 8674.7977 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 24773 | |
| 1 | 499 | 0.7% |
| 224 | 498 | 0.7% |
| 225 | 491 | 0.7% |
| 221 | 461 | 0.7% |
| 226 | 459 | 0.7% |
| 222 | 457 | 0.7% |
| 217 | 443 | 0.6% |
| 220 | 437 | 0.6% |
| 218 | 437 | 0.6% |
| Other values (246) | 41045 |
| Value | Count | Frequency (%) |
| 0 | 24773 | |
| 1 | 499 | 0.7% |
| 2 | 296 | 0.4% |
| 3 | 200 | 0.3% |
| 4 | 164 | 0.2% |
| 5 | 156 | 0.2% |
| 6 | 100 | 0.1% |
| 7 | 67 | 0.1% |
| 8 | 65 | 0.1% |
| 9 | 60 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 242 | |
| 254 | 72 | 0.1% |
| 253 | 43 | 0.1% |
| 252 | 41 | 0.1% |
| 251 | 48 | 0.1% |
| 250 | 46 | 0.1% |
| 249 | 52 | 0.1% |
| 248 | 59 | 0.1% |
| 247 | 84 | 0.1% |
| 246 | 83 | 0.1% |
pixel555
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.714171 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 23901 |
| Zeros (%) | 34.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 81 |
| Q3 | 195 |
| 95-th percentile | 241 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 94.795737 |
|---|---|
| Coefficient of variation (CV) | 0.97013294 |
| Kurtosis | -1.6007138 |
| Mean | 97.714171 |
| Median Absolute Deviation (MAD) | 81 |
| Skewness | 0.25190146 |
| Sum | 6839992 |
| Variance | 8986.2317 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 23901 | |
| 255 | 1249 | 1.8% |
| 1 | 986 | 1.4% |
| 2 | 728 | 1.0% |
| 3 | 636 | 0.9% |
| 4 | 408 | 0.6% |
| 215 | 361 | 0.5% |
| 220 | 351 | 0.5% |
| 216 | 351 | 0.5% |
| 226 | 347 | 0.5% |
| Other values (246) | 40682 |
| Value | Count | Frequency (%) |
| 0 | 23901 | |
| 1 | 986 | 1.4% |
| 2 | 728 | 1.0% |
| 3 | 636 | 0.9% |
| 4 | 408 | 0.6% |
| 5 | 259 | 0.4% |
| 6 | 178 | 0.3% |
| 7 | 128 | 0.2% |
| 8 | 94 | 0.1% |
| 9 | 104 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1249 | |
| 254 | 232 | 0.3% |
| 253 | 158 | 0.2% |
| 252 | 133 | 0.2% |
| 251 | 137 | 0.2% |
| 250 | 151 | 0.2% |
| 249 | 139 | 0.2% |
| 248 | 128 | 0.2% |
| 247 | 179 | 0.3% |
| 246 | 156 | 0.2% |
pixel594
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.577786 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 31945 |
| Zeros (%) | 45.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 172 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 172 |
Descriptive statistics
| Standard deviation | 92.173672 |
|---|---|
| Coefficient of variation (CV) | 1.1881452 |
| Kurtosis | -1.2822467 |
| Mean | 77.577786 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.62542979 |
| Sum | 5430445 |
| Variance | 8495.9857 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 31945 | |
| 1 | 1075 | 1.5% |
| 255 | 958 | 1.4% |
| 2 | 887 | 1.3% |
| 3 | 654 | 0.9% |
| 4 | 465 | 0.7% |
| 226 | 271 | 0.4% |
| 196 | 270 | 0.4% |
| 223 | 268 | 0.4% |
| 5 | 268 | 0.4% |
| Other values (246) | 32939 |
| Value | Count | Frequency (%) |
| 0 | 31945 | |
| 1 | 1075 | 1.5% |
| 2 | 887 | 1.3% |
| 3 | 654 | 0.9% |
| 4 | 465 | 0.7% |
| 5 | 268 | 0.4% |
| 6 | 151 | 0.2% |
| 7 | 122 | 0.2% |
| 8 | 94 | 0.1% |
| 9 | 65 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 958 | |
| 254 | 163 | 0.2% |
| 253 | 112 | 0.2% |
| 252 | 121 | 0.2% |
| 251 | 89 | 0.1% |
| 250 | 110 | 0.2% |
| 249 | 127 | 0.2% |
| 248 | 136 | 0.2% |
| 247 | 116 | 0.2% |
| 246 | 129 | 0.2% |
pixel427
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 87.826214 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 27945 |
| Zeros (%) | 39.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 547.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 52 |
| Q3 | 183 |
| 95-th percentile | 238 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 183 |
Descriptive statistics
| Standard deviation | 93.228909 |
|---|---|
| Coefficient of variation (CV) | 1.0615157 |
| Kurtosis | -1.4903585 |
| Mean | 87.826214 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | 0.40907788 |
| Sum | 6147835 |
| Variance | 8691.6294 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 27945 | |
| 1 | 1275 | 1.8% |
| 255 | 1095 | 1.6% |
| 2 | 878 | 1.3% |
| 3 | 596 | 0.9% |
| 4 | 376 | 0.5% |
| 223 | 301 | 0.4% |
| 214 | 299 | 0.4% |
| 215 | 299 | 0.4% |
| 213 | 298 | 0.4% |
| Other values (246) | 36638 |
| Value | Count | Frequency (%) |
| 0 | 27945 | |
| 1 | 1275 | 1.8% |
| 2 | 878 | 1.3% |
| 3 | 596 | 0.9% |
| 4 | 376 | 0.5% |
| 5 | 228 | 0.3% |
| 6 | 139 | 0.2% |
| 7 | 120 | 0.2% |
| 8 | 96 | 0.1% |
| 9 | 71 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1095 | |
| 254 | 185 | 0.3% |
| 253 | 128 | 0.2% |
| 252 | 121 | 0.2% |
| 251 | 103 | 0.1% |
| 250 | 104 | 0.1% |
| 249 | 103 | 0.1% |
| 248 | 120 | 0.2% |
| 247 | 125 | 0.2% |
| 246 | 135 | 0.2% |
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| label | 1.000 | 0.171 | 0.055 | 0.216 | 0.125 | -0.496 | 0.186 | 0.202 | -0.214 | 0.193 | -0.039 | -0.032 | -0.560 | -0.460 | -0.518 | -0.622 | 0.333 | -0.622 | 0.453 | 0.309 | 0.191 |
| pixel547 | 0.171 | 1.000 | 0.764 | 0.743 | 0.850 | 0.233 | 0.699 | 0.711 | 0.523 | 0.843 | 0.696 | 0.253 | 0.268 | 0.252 | 0.308 | 0.179 | 0.402 | 0.206 | 0.426 | 0.385 | 0.194 |
| pixel603 | 0.055 | 0.764 | 1.000 | 0.634 | 0.865 | 0.331 | 0.600 | 0.604 | 0.667 | 0.715 | 0.863 | 0.214 | 0.395 | 0.342 | 0.405 | 0.299 | 0.471 | 0.329 | 0.297 | 0.463 | 0.119 |
| pixel491 | 0.216 | 0.743 | 0.634 | 1.000 | 0.710 | 0.161 | 0.767 | 0.772 | 0.421 | 0.822 | 0.565 | 0.320 | 0.188 | 0.177 | 0.226 | 0.105 | 0.299 | 0.131 | 0.341 | 0.273 | 0.277 |
| pixel575 | 0.125 | 0.850 | 0.865 | 0.710 | 1.000 | 0.287 | 0.656 | 0.662 | 0.592 | 0.766 | 0.762 | 0.230 | 0.332 | 0.304 | 0.363 | 0.238 | 0.449 | 0.267 | 0.370 | 0.438 | 0.154 |
| pixel263 | -0.496 | 0.233 | 0.331 | 0.161 | 0.287 | 1.000 | 0.202 | 0.183 | 0.413 | 0.199 | 0.368 | 0.327 | 0.805 | 0.776 | 0.826 | 0.709 | 0.097 | 0.739 | -0.035 | 0.096 | 0.174 |
| pixel407 | 0.186 | 0.699 | 0.600 | 0.767 | 0.656 | 0.202 | 1.000 | 0.864 | 0.412 | 0.725 | 0.542 | 0.331 | 0.229 | 0.211 | 0.270 | 0.143 | 0.274 | 0.168 | 0.310 | 0.252 | 0.274 |
| pixel435 | 0.202 | 0.711 | 0.604 | 0.772 | 0.662 | 0.183 | 0.864 | 1.000 | 0.411 | 0.744 | 0.544 | 0.325 | 0.210 | 0.192 | 0.249 | 0.126 | 0.275 | 0.152 | 0.315 | 0.252 | 0.284 |
| pixel687 | -0.214 | 0.523 | 0.667 | 0.421 | 0.592 | 0.413 | 0.412 | 0.411 | 1.000 | 0.475 | 0.755 | 0.264 | 0.498 | 0.403 | 0.480 | 0.490 | 0.186 | 0.516 | 0.033 | 0.150 | 0.067 |
| pixel519 | 0.193 | 0.843 | 0.715 | 0.822 | 0.766 | 0.199 | 0.725 | 0.744 | 0.475 | 1.000 | 0.635 | 0.277 | 0.229 | 0.215 | 0.269 | 0.142 | 0.366 | 0.169 | 0.375 | 0.341 | 0.229 |
| pixel631 | -0.039 | 0.696 | 0.863 | 0.565 | 0.762 | 0.368 | 0.542 | 0.544 | 0.755 | 0.635 | 1.000 | 0.226 | 0.447 | 0.371 | 0.441 | 0.375 | 0.386 | 0.406 | 0.221 | 0.374 | 0.102 |
| pixel401 | -0.032 | 0.253 | 0.214 | 0.320 | 0.230 | 0.327 | 0.331 | 0.325 | 0.264 | 0.277 | 0.226 | 1.000 | 0.245 | 0.457 | 0.270 | 0.206 | 0.190 | 0.208 | 0.240 | 0.187 | 0.538 |
| pixel180 | -0.560 | 0.268 | 0.395 | 0.188 | 0.332 | 0.805 | 0.229 | 0.210 | 0.498 | 0.229 | 0.447 | 0.245 | 1.000 | 0.710 | 0.882 | 0.787 | 0.056 | 0.832 | -0.108 | 0.044 | 0.071 |
| pixel234 | -0.460 | 0.252 | 0.342 | 0.177 | 0.304 | 0.776 | 0.211 | 0.192 | 0.403 | 0.215 | 0.371 | 0.457 | 0.710 | 1.000 | 0.729 | 0.670 | 0.178 | 0.680 | 0.053 | 0.175 | 0.246 |
| pixel236 | -0.518 | 0.308 | 0.405 | 0.226 | 0.363 | 0.826 | 0.270 | 0.249 | 0.480 | 0.269 | 0.441 | 0.270 | 0.882 | 0.729 | 1.000 | 0.742 | 0.056 | 0.778 | -0.086 | 0.050 | 0.100 |
| pixel68 | -0.622 | 0.179 | 0.299 | 0.105 | 0.238 | 0.709 | 0.143 | 0.126 | 0.490 | 0.142 | 0.375 | 0.206 | 0.787 | 0.670 | 0.742 | 1.000 | 0.012 | 0.911 | -0.146 | -0.004 | 0.033 |
| pixel611 | 0.333 | 0.402 | 0.471 | 0.299 | 0.449 | 0.097 | 0.274 | 0.275 | 0.186 | 0.366 | 0.386 | 0.190 | 0.056 | 0.178 | 0.056 | 0.012 | 1.000 | 0.021 | 0.818 | 0.850 | 0.471 |
| pixel96 | -0.622 | 0.206 | 0.329 | 0.131 | 0.267 | 0.739 | 0.168 | 0.152 | 0.516 | 0.169 | 0.406 | 0.208 | 0.832 | 0.680 | 0.778 | 0.911 | 0.021 | 1.000 | -0.139 | 0.006 | 0.037 |
| pixel555 | 0.453 | 0.426 | 0.297 | 0.341 | 0.370 | -0.035 | 0.310 | 0.315 | 0.033 | 0.375 | 0.221 | 0.240 | -0.108 | 0.053 | -0.086 | -0.146 | 0.818 | -0.139 | 1.000 | 0.725 | 0.577 |
| pixel594 | 0.309 | 0.385 | 0.463 | 0.273 | 0.438 | 0.096 | 0.252 | 0.252 | 0.150 | 0.341 | 0.374 | 0.187 | 0.044 | 0.175 | 0.050 | -0.004 | 0.850 | 0.006 | 0.725 | 1.000 | 0.469 |
| pixel427 | 0.191 | 0.194 | 0.119 | 0.277 | 0.154 | 0.174 | 0.274 | 0.284 | 0.067 | 0.229 | 0.102 | 0.538 | 0.071 | 0.246 | 0.100 | 0.033 | 0.471 | 0.037 | 0.577 | 0.469 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2 | 206 | 211 | 216 | 205 | 203 | 233 | 197 | 177 | 208 | 202 | 221 | 217 | 212 | 206 | 0 | 0 | 61 | 0 | 129 | 209 |
| 1 | 9 | 163 | 202 | 180 | 177 | 0 | 111 | 185 | 0 | 134 | 0 | 0 | 1 | 0 | 1 | 0 | 188 | 0 | 178 | 209 | 0 |
| 2 | 6 | 194 | 195 | 212 | 197 | 201 | 214 | 220 | 186 | 206 | 204 | 205 | 200 | 201 | 180 | 187 | 211 | 198 | 214 | 249 | 223 |
| 3 | 0 | 199 | 177 | 227 | 204 | 81 | 192 | 134 | 233 | 210 | 112 | 187 | 162 | 129 | 179 | 66 | 0 | 124 | 0 | 1 | 0 |
| 4 | 3 | 219 | 219 | 219 | 219 | 218 | 219 | 219 | 220 | 219 | 219 | 149 | 221 | 34 | 237 | 92 | 0 | 224 | 0 | 0 | 9 |
| 5 | 4 | 149 | 155 | 160 | 154 | 130 | 154 | 157 | 189 | 160 | 155 | 255 | 132 | 140 | 158 | 168 | 210 | 144 | 218 | 193 | 190 |
| 6 | 4 | 225 | 228 | 221 | 226 | 225 | 223 | 219 | 228 | 222 | 228 | 238 | 210 | 233 | 225 | 251 | 215 | 250 | 215 | 0 | 130 |
| 7 | 5 | 0 | 0 | 92 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 130 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 88 |
| 8 | 4 | 209 | 211 | 207 | 212 | 207 | 207 | 210 | 229 | 210 | 212 | 204 | 207 | 210 | 208 | 210 | 177 | 184 | 154 | 183 | 208 |
| 9 | 8 | 176 | 224 | 183 | 212 | 0 | 121 | 136 | 220 | 194 | 221 | 192 | 50 | 0 | 145 | 1 | 0 | 0 | 0 | 0 | 221 |
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 69990 | 7 | 70 | 0 | 130 | 27 | 5 | 68 | 28 | 0 | 0 | 0 | 80 | 0 | 0 | 0 | 0 | 0 | 0 | 98 | 0 | 70 |
| 69991 | 9 | 203 | 227 | 207 | 221 | 0 | 185 | 207 | 0 | 212 | 0 | 0 | 0 | 0 | 0 | 0 | 188 | 0 | 237 | 224 | 4 |
| 69992 | 4 | 197 | 198 | 207 | 197 | 194 | 194 | 195 | 199 | 195 | 199 | 221 | 184 | 192 | 182 | 0 | 37 | 125 | 2 | 0 | 5 |
| 69993 | 8 | 214 | 230 | 212 | 207 | 206 | 212 | 212 | 0 | 212 | 193 | 214 | 43 | 207 | 206 | 0 | 220 | 0 | 214 | 229 | 212 |
| 69994 | 0 | 39 | 114 | 127 | 137 | 142 | 95 | 134 | 20 | 36 | 145 | 137 | 100 | 70 | 66 | 70 | 0 | 46 | 0 | 0 | 0 |
| 69995 | 0 | 130 | 129 | 59 | 173 | 183 | 207 | 160 | 88 | 111 | 113 | 195 | 183 | 179 | 146 | 103 | 0 | 116 | 0 | 0 | 0 |
| 69996 | 6 | 57 | 65 | 55 | 57 | 34 | 44 | 42 | 99 | 55 | 126 | 36 | 47 | 134 | 76 | 73 | 89 | 70 | 70 | 49 | 60 |
| 69997 | 8 | 197 | 201 | 195 | 200 | 124 | 168 | 187 | 203 | 197 | 206 | 185 | 150 | 0 | 194 | 0 | 226 | 21 | 221 | 224 | 206 |
| 69998 | 8 | 205 | 219 | 205 | 215 | 200 | 204 | 205 | 180 | 211 | 226 | 232 | 200 | 199 | 182 | 162 | 210 | 192 | 201 | 166 | 205 |
| 69999 | 1 | 204 | 101 | 185 | 209 | 216 | 189 | 189 | 0 | 192 | 26 | 200 | 209 | 200 | 209 | 208 | 235 | 217 | 241 | 156 | 223 |
Most frequently occurring
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 69 | 80 | 71 | 71 | 67 | 74 | 71 | 86 | 71 | 80 | 45 | 71 | 53 | 71 | 154 | 0 | 201 | 0 | 0 | 2 | 2 |
| 1 | 0 | 117 | 115 | 118 | 117 | 96 | 105 | 108 | 124 | 118 | 111 | 63 | 96 | 62 | 124 | 194 | 0 | 60 | 0 | 0 | 0 | 2 |
| 2 | 0 | 193 | 214 | 195 | 207 | 198 | 196 | 193 | 195 | 205 | 214 | 223 | 195 | 204 | 200 | 212 | 0 | 214 | 0 | 0 | 0 | 2 |
| 3 | 0 | 202 | 201 | 199 | 202 | 201 | 197 | 197 | 209 | 199 | 206 | 0 | 207 | 206 | 197 | 219 | 0 | 218 | 0 | 0 | 0 | 2 |
| 4 | 1 | 0 | 0 | 0 | 0 | 59 | 0 | 0 | 0 | 0 | 0 | 0 | 101 | 0 | 127 | 96 | 0 | 92 | 0 | 0 | 0 | 2 |
| 5 | 1 | 97 | 116 | 108 | 118 | 171 | 117 | 115 | 150 | 94 | 144 | 0 | 169 | 0 | 178 | 163 | 0 | 169 | 0 | 0 | 0 | 2 |
| 6 | 1 | 151 | 156 | 142 | 153 | 248 | 140 | 141 | 178 | 147 | 164 | 0 | 198 | 67 | 203 | 184 | 0 | 207 | 0 | 0 | 0 | 2 |
| 7 | 1 | 152 | 182 | 179 | 165 | 239 | 206 | 196 | 191 | 165 | 183 | 0 | 219 | 169 | 231 | 190 | 0 | 197 | 0 | 0 | 0 | 2 |
| 8 | 1 | 154 | 159 | 125 | 158 | 161 | 144 | 144 | 174 | 133 | 168 | 0 | 126 | 98 | 74 | 138 | 0 | 165 | 0 | 0 | 0 | 2 |
| 9 | 1 | 171 | 189 | 142 | 182 | 194 | 140 | 137 | 205 | 156 | 197 | 0 | 195 | 0 | 199 | 179 | 0 | 198 | 0 | 0 | 0 | 2 |